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AI-LinkMO

Class: RiskTaxonomy

A taxonomy of AI system related risks

URI: nexus:RiskTaxonomy

 classDiagram
    class RiskTaxonomy
    click RiskTaxonomy href "../RiskTaxonomy/"
      Taxonomy <|-- RiskTaxonomy
        click Taxonomy href "../Taxonomy/"
      
      RiskTaxonomy : broad_mappings
        
          
    
        
        
        RiskTaxonomy --> "*" Any : broad_mappings
        click Any href "../Any/"
    

        
      RiskTaxonomy : close_mappings
        
          
    
        
        
        RiskTaxonomy --> "*" Any : close_mappings
        click Any href "../Any/"
    

        
      RiskTaxonomy : dateCreated
        
      RiskTaxonomy : dateModified
        
      RiskTaxonomy : description
        
      RiskTaxonomy : exact_mappings
        
          
    
        
        
        RiskTaxonomy --> "*" Any : exact_mappings
        click Any href "../Any/"
    

        
      RiskTaxonomy : hasDocumentation
        
          
    
        
        
        RiskTaxonomy --> "*" Documentation : hasDocumentation
        click Documentation href "../Documentation/"
    

        
      RiskTaxonomy : hasLicense
        
          
    
        
        
        RiskTaxonomy --> "0..1" License : hasLicense
        click License href "../License/"
    

        
      RiskTaxonomy : hasLifecycleStatus
        
          
    
        
        
        RiskTaxonomy --> "0..1" LifecycleStatus : hasLifecycleStatus
        click LifecycleStatus href "../LifecycleStatus/"
    

        
      RiskTaxonomy : id
        
      RiskTaxonomy : isCategorizedAs
        
          
    
        
        
        RiskTaxonomy --> "*" Any : isCategorizedAs
        click Any href "../Any/"
    

        
      RiskTaxonomy : name
        
      RiskTaxonomy : narrow_mappings
        
          
    
        
        
        RiskTaxonomy --> "*" Any : narrow_mappings
        click Any href "../Any/"
    

        
      RiskTaxonomy : notes
        
      RiskTaxonomy : related_mappings
        
          
    
        
        
        RiskTaxonomy --> "*" Any : related_mappings
        click Any href "../Any/"
    

        
      RiskTaxonomy : type
        
      RiskTaxonomy : url
        
      RiskTaxonomy : version

Inheritance

Section titled “Inheritance”

Slots

Section titled “Slots”
Name Cardinality and Range Description Inheritance
version 0..1
String		 The version of the entity embodied by a specified resource direct
hasDocumentation *
Documentation		 Indicates documentation associated with an entity direct
hasLicense 0..1
License		 Indicates licenses associated with a resource direct
type 0..1
String		 The type or class designation of this entity instance Taxonomy
id 1
String		 A unique identifier to this instance of the model element Entity
name 0..1
String		 A text name of this instance Entity
description 0..1
String		 The description of an entity Entity
url 0..1
Uri		 An optional URL associated with this instance Entity
dateCreated 0..1
Date		 The date on which the entity was created Entity
dateModified 0..1
Date		 The date on which the entity was most recently modified Entity
exact_mappings *
Any		 The property is used to link two concepts, indicating a high degree of confid… Entity
close_mappings *
Any		 The property is used to link two concepts that are sufficiently similar that … Entity
related_mappings *
Any		 The property skos:relatedMatch is used to state an associative mapping link b… Entity
narrow_mappings *
Any		 The property is used to state a hierarchical mapping link between two concept… Entity
broad_mappings *
Any		 The property is used to state a hierarchical mapping link between two concept… Entity
isCategorizedAs *
Any		 A relationship where an entity has been deemed to be categorized Entity
hasLifecycleStatus 0..1
LifecycleStatus		 The editorial / publication lifecycle state of this entity Entity
notes *
String		 Free-text editorial notes, source breadcrumbs, or build-time provenance that … Entity

Identifier and Mapping Information

Section titled “Identifier and Mapping Information”

Schema Source

Section titled “Schema Source”

Mappings

Section titled “Mappings”
Mapping Type Mapped Value
self nexus:RiskTaxonomy
native nexus:RiskTaxonomy

Examples

Section titled “Examples”

Example: RiskTaxonomy-ai-risk-taxonomy

Section titled “Example: RiskTaxonomy-ai-risk-taxonomy”
id: ai-risk-taxonomy
name: The AI Risk Taxonomy (AIR 2024)
description: 'An AI risk taxonomy derived from eight government policies from the European Union, United
  States, and China and 16 company policies worldwide. It identifies 314 unique risk categories organized
  into a four-tiered taxonomy. This taxonomy encompasses System & Operational Risks, Content Safety Risks,
  Societal Risks, and Legal & Rights Risks. The taxonomy establishes connections between various descriptions
  and approaches to risk, highlighting the overlaps and discrepancies between public and private sector
  conceptions of risk. '
url: https://arxiv.org/pdf/2406.17864
dateCreated: '2024-09-05'
version: '1'
hasDocumentation:
- arxiv.org/pdf/2406.17864
type: RiskTaxonomy

LinkML Source

Section titled “LinkML Source”

Direct

Section titled “Direct”
name: RiskTaxonomy
description: A taxonomy of AI system related risks
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Taxonomy
slots:
- version
- hasDocumentation
- hasLicense

Induced

Section titled “Induced”
name: RiskTaxonomy
description: A taxonomy of AI system related risks
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Taxonomy
attributes:
  version:
    name: version
    description: The version of the entity embodied by a specified resource.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:version
    owner: RiskTaxonomy
    domain_of:
    - License
    - Vocabulary
    - Taxonomy
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - AiTaskTaxonomy
    range: string
  hasDocumentation:
    name: hasDocumentation
    description: Indicates documentation associated with an entity.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasDocumentation
    owner: RiskTaxonomy
    domain_of:
    - Dataset
    - Vocabulary
    - Taxonomy
    - Concept
    - Group
    - Entry
    - Term
    - Principle
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - Action
    - BaseAi
    - LargeLanguageModelFamily
    - AiTaskTaxonomy
    - AiEval
    - EveryEvalAIResult
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Documentation
    multivalued: true
    inlined: false
  hasLicense:
    name: hasLicense
    description: Indicates licenses associated with a resource
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasLicense
    owner: RiskTaxonomy
    domain_of:
    - Dataset
    - Documentation
    - Vocabulary
    - Taxonomy
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - BaseAi
    - AiTaskTaxonomy
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    range: License
  type:
    name: type
    description: The type or class designation of this entity instance.
    from_schema: https://w3id.org/ai-atlas-nexus/common
    designates_type: true
    owner: RiskTaxonomy
    domain_of:
    - Vocabulary
    - Taxonomy
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - Rule
    - Permission
    - Prohibition
    - Obligation
    - Recommendation
    - Certification
    - BenchmarkMetadataCard
    - ControlActivity
    - ControlActivityPermission
    - ControlActivityProhibition
    - ControlActivityObligation
    - ControlActivityRecommendation
    - Requirement
    range: string
  id:
    name: id
    description: A unique identifier to this instance of the model element. Example
      identifiers include UUID, URI, URN, etc.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: string
    required: true
  name:
    name: name
    description: A text name of this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:name
    owner: RiskTaxonomy
    domain_of:
    - Entity
    - BenchmarkMetadataCard
    range: string
  description:
    name: description
    description: The description of an entity
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:description
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: string
  url:
    name: url
    description: An optional URL associated with this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:url
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: uri
  dateCreated:
    name: dateCreated
    description: The date on which the entity was created.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateCreated
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: date
    required: false
  dateModified:
    name: dateModified
    description: The date on which the entity was most recently modified.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateModified
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: date
    required: false
  exact_mappings:
    name: exact_mappings
    description: The property is used to link two concepts, indicating a high degree
      of confidence that the concepts can be used interchangeably across a wide range
      of information retrieval applications
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:exactMatch
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  close_mappings:
    name: close_mappings
    description: The property is used to link two concepts that are sufficiently similar
      that they can be used interchangeably in some information retrieval applications.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:closeMatch
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  related_mappings:
    name: related_mappings
    description: The property skos:relatedMatch is used to state an associative mapping
      link between two concepts.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:relatedMatch
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  narrow_mappings:
    name: narrow_mappings
    description: The property is used to state a hierarchical mapping link between
      two concepts, indicating that the concept linked to, is a narrower concept than
      the originating concept.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:narrowMatch
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  broad_mappings:
    name: broad_mappings
    description: The property is used to state a hierarchical mapping link between
      two concepts, indicating that the concept linked to, is a broader concept than
      the originating concept.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:broadMatch
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  isCategorizedAs:
    name: isCategorizedAs
    description: A relationship where an entity has been deemed to be categorized
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: nexus:isCategorizedAs
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  hasLifecycleStatus:
    name: hasLifecycleStatus
    description: The editorial / publication lifecycle state of this entity. Distinct
      from AiLifecyclePhase, which describes an AI system's runtime evolution rather
      than the editorial workflow of a catalogued entry.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    aliases:
    - lifecycle_status
    - doc_status
    rank: 1000
    slot_uri: adms:status
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: LifecycleStatus
  notes:
    name: notes
    description: Free-text editorial notes, source breadcrumbs, or build-time provenance
      that do not belong in the user-facing description. Opaque to consumers.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:note
    owner: RiskTaxonomy
    domain_of:
    - Entity
    range: string
    recommended: false
    multivalued: true